Diagnosing Go Digit's Embedded-Insurance Integration Loop
Objective: Given a synthetic month-2 partner funnel export, apply the lesson's integration-loop KPI (percent of active partners with 3+ API integrations) to diagnose whether Go Digit's embedded-insurance loop is compounding or stalling.
You're a growth analyst at Go Digit General Insurance, the Bengaluru-headquartered, NSE-listed general insurer, reviewing how its API partner ecosystem (travel apps, fintech apps, and OEM dealerships embedding Go Digit's insurance APIs) is compounding.
Segment partners by how many Go Digit API products they've integrated, benchmark against the lesson's Slack-derived 3+ integration target, and diagnose where the loop is stalling.
Before you start
What you'll need
Free path (everything below is enough to finish)
Free, sufficient for a 210-row grouping and benchmark comparison
The process
1 step
Step 01 of 01
The lesson's efficiency framework benchmarks the integration ecosystem loop by the percent of month-2 active users who've installed 3+ integrations, using Slack's >50% target as the bar for a loop that's genuinely compounding.
Of Go Digit's 210 month-2 active API partners, 74 have integrated 3+ insurance products (motor, travel, health) into their app, 91 have integrated exactly 1, and 45 have integrated 2. Against the lesson's 3+ integration benchmark, is this loop compounding or stalling, and which segment do you target first?
Procedure
- Import and freeze the header row
- Group partners into 1, 2, and 3+ integration buckets
- Calculate the percent of month-2 actives at 3+ integrations
- Compare against the lesson's >50% Slack-derived benchmark
- Flag the 2-integration bucket as the highest-leverage nudge target (closest to the compounding threshold)
Go Digit API partner ecosystem, month-2 integration depth 1 INTEGRATION: 91 partners (43%) 2 INTEGRATIONS: 45 partners (21%) 3+ INTEGRATIONS: 74 partners (35%) BENCHMARK (lesson, Slack-derived): >50% at 3+ integrations GAP TO BENCHMARK: -15 points HIGHEST-LEVERAGE SEGMENT: 45 partners at exactly 2 integrations
Healthy
35%+ of month-2 actives sit at 3+ integrations and trending upward month over month.
Unhealthy
The majority of partners plateau at exactly 1 integration and never add a second.
What this means
At 35% against a >50% benchmark, the loop is under-compounding, the 2-integration bucket is the fastest path to close the gap since those partners have already cleared the harder first-integration hurdle.
So what do I do about it?
| Symptom | Action | Effort |
|---|---|---|
| 35% at 3+ integrations, 15 points under benchmark | Build a targeted 'add your second integration' campaign for the 45 partners stuck at 2 | half day |
| 91 partners stuck at exactly 1 integration | Audit onboarding for why partners stop after the first API call | dev ticket |
Final deliverable
An integration-depth funnel benchmarked against the lesson's 3+ integration KPI, with the highest-leverage segment flagged.
See a reference example
RateGain partner ecosystem, month-2 integration depth (excerpt) 1 INTEGRATION: 58 partners (31%) 2 INTEGRATIONS: 39 partners (21%) 3+ INTEGRATIONS: 89 partners (48%) GAP TO BENCHMARK: -2 points
Success criteria
You're done when you can:
- Correctly groups partners into the three integration-depth buckets
- Benchmarks against the lesson's >50% target and identifies the highest-leverage segment to nudge